In our analysis we assumed fixed communication delay. As a future
extension of this work, one can consider a more interesting regime
of operation in which the communication time is random. Furthermore,
this paper analyzed AMB-DG for the master-worker distributed setting.
AMB-DG can be extended to a fully decentralized setup and its performance
and convergence can be analyzed as in [1]}.
